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mlcourse.ai

Open Machine Learning course mlcourse.ai, both in English and Russian

mlops

A project-based course on the foundations of MLOps with a focus on intuition and application.

mnist-digit-classfier

This is a supervised classification task to classify hand written digits automatically. The dataset used here is the very popular dataset MNIST. Job of this program is to make a good estimate on unseen hand written digits.

multilingual-sentiment-analysis

naivee-bees

Identifying honey bee or bumble bee

named-entity-recognition

neural-style-tranfer

Transfering the style of one image to other to produce a new image

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp-zero-to-one

nyc-trip-duration

An end-to-end machine learning project for NYC taxi trip

real-world-data-science-projects

Data Science Case studies

research-papers

Repo having set of research papers that I red and add annotations to refer by others or for personal use later on

rest-api-people-db

A people demo application

rpg_battle

Role Play Game

semevalaspectbasedsentimentanalysis

System that participated in Semeval 2014 task 4: Aspect Based Sentiment Analysis

sentiment-analysis

spam_classifier

Filtering spam messages using different classification algorithm and natural language processing

squad

Starter code for Stanford CS224n default final project on SQuAD 2.0

stackoverflow-quality-rating

A machine learning enabled application to rate the question quality and suggest tags

student-intervention-system

Building a student intervention system

td-lstm

Attention-based Aspect-term Sentiment Analysis implemented by tensorflow.

testgit

This is for testing git

text-summarization-with-t5

Exploring T5 model capability in text summarization task

toll-plazas

An android based app for paying toll online

vision-from-scratch

Computer vision models from scratch

wine-quality

Predictive analysis for wine quality and wine class type